Abstract:
:Next-generation sequencing technology is a powerful tool for transcriptome analysis. However, under certain conditions, only a small amount of material is available, which requires more sensitive techniques that can preferably be used at the single-cell level. Here we describe a single-cell digital gene expression profiling assay. Using our mRNA-Seq assay with only a single mouse blastomere, we detected the expression of 75% (5,270) more genes than microarray techniques and identified 1,753 previously unknown splice junctions called by at least 5 reads. Moreover, 8-19% of the genes with multiple known transcript isoforms expressed at least two isoforms in the same blastomere or oocyte, which unambiguously demonstrated the complexity of the transcript variants at whole-genome scale in individual cells. Finally, for Dicer1(-/-) and Ago2(-/-) (Eif2c2(-/-)) oocytes, we found that 1,696 and 1,553 genes, respectively, were abnormally upregulated compared to wild-type controls, with 619 genes in common.
journal_name
Nat Methodsjournal_title
Nature methodsauthors
Tang F,Barbacioru C,Wang Y,Nordman E,Lee C,Xu N,Wang X,Bodeau J,Tuch BB,Siddiqui A,Lao K,Surani MAdoi
10.1038/nmeth.1315subject
Has Abstractpub_date
2009-05-01 00:00:00pages
377-82issue
5eissn
1548-7091issn
1548-7105pii
nmeth.1315journal_volume
6pub_type
杂志文章相关文献
NATURE METHODS文献大全abstract::t-distributed stochastic neighbor embedding (t-SNE) is widely used for visualizing single-cell RNA-sequencing (scRNA-seq) data, but it scales poorly to large datasets. We dramatically accelerate t-SNE, obviating the need for data downsampling, and hence allowing visualization of rare cell populations. Furthermore, we ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/s41592-018-0308-4
更新日期:2019-03-01 00:00:00
abstract::Researchers show that to reliably establish protein interaction networks from microarray data it is necessary to measure saturation binding curves for each arrayed protein and its potential binding partners. ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth1206-966
更新日期:2006-12-01 00:00:00
abstract::Quantification of cell-cycle state at a single-cell level is essential to understand fundamental three-dimensional (3D) biological processes such as tissue development and cancer. Analysis of 3D in vivo images, however, is very challenging. Today's best practice, manual annotation of select image events, generates arb...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3363
更新日期:2015-06-01 00:00:00
abstract::Methods for genomic analysis at single-cell resolution enable new understanding of complex biological phenomena. Single-cell techniques, ranging from flow cytometry and microfluidics to PCR and sequencing, are used to understand the cellular composition of complex tissues, find new microbial species and perform genome...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth0411-311
更新日期:2011-04-01 00:00:00
abstract::We developed a general approach that allows unnatural amino acids with diverse physicochemical and biological properties to be genetically encoded in mammalian cells. A mutant Escherichia coli aminoacyl-tRNA synthetase (aaRS) is first evolved in yeast to selectively aminoacylate its tRNA with the unnatural amino acid ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth1016
更新日期:2007-03-01 00:00:00
abstract::In comparison with genomics and proteomics, the advancement of glycomics has faced unique challenges in the pursuit of developing analytical and biochemical tools and biological readouts to investigate glycan structure-function relationships. Glycans are more diverse in terms of chemical structure and information dens...
journal_title:Nature methods
pub_type: 杂志文章,评审
doi:10.1038/nmeth807
更新日期:2005-11-01 00:00:00
abstract::Circuit mapping requires knowledge of both structural and functional connectivity between cells. Although optical tools have been made to assess either the morphology and projections of neurons or their activity and functional connections, few probes integrate this information. We have generated a family of photoactiv...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3480
更新日期:2015-09-01 00:00:00
abstract::Although transcription activator-like effector nucleases (TALENs) can be designed to cleave chosen DNA sequences, TALENs have activity against related off-target sequences. To better understand TALEN specificity, we profiled 30 unique TALENs with different target sites, array length and domain sequences for their abil...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2845
更新日期:2014-04-01 00:00:00
abstract::APEX is an engineered peroxidase that functions as an electron microscopy tag and a promiscuous labeling enzyme for live-cell proteomics. Because limited sensitivity precludes applications requiring low APEX expression, we used yeast-display evolution to improve its catalytic efficiency. APEX2 is far more active in ce...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3179
更新日期:2015-01-01 00:00:00
abstract::We introduce a nonintrusive method exploiting single-cell variability after cell division to validate protein localization. We found that Clp proteases, widely reported to form biologically relevant foci, were uniformly distributed in Escherichia coli cells, and that many commonly used fluorescent proteins caused seve...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.1955
更新日期:2012-04-08 00:00:00
abstract::Single-cell transcriptomics provides an opportunity to characterize cell-type-specific transcriptional networks, intercellular signaling pathways and cellular diversity with unprecedented resolution by profiling thousands of cells in a single experiment. However, owing to the unique statistical properties of scRNA-seq...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/s41592-019-0372-4
更新日期:2019-05-01 00:00:00
abstract::Extracellular vesicles (EVs) are secreted nanosized particles with many biological functions and pathological associations. The inability to image EVs in fixed tissues has been a major limitation to understanding their role in healthy and diseased tissue microenvironments. Here, we show that crosslinking mammalian tis...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/s41592-019-0623-4
更新日期:2019-12-01 00:00:00
abstract::We introduce PyClone, a statistical model for inference of clonal population structures in cancers. PyClone is a Bayesian clustering method for grouping sets of deeply sequenced somatic mutations into putative clonal clusters while estimating their cellular prevalences and accounting for allelic imbalances introduced ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2883
更新日期:2014-04-01 00:00:00
abstract::To enable sophisticated optogenetic manipulation of neural circuits throughout the nervous system with limited disruption of animal behavior, light-delivery systems beyond fiber optic tethering and large, head-mounted wireless receivers are desirable. We report the development of an easy-to-construct, implantable wire...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3536
更新日期:2015-10-01 00:00:00
abstract::We present eXpress, a software package for efficient probabilistic assignment of ambiguously mapping sequenced fragments. eXpress uses a streaming algorithm with linear run time and constant memory use. It can determine abundances of sequenced molecules in real time and can be applied to ChIP-seq, metagenomics and oth...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2251
更新日期:2013-01-01 00:00:00
abstract::Physical modeling is increasingly important for generating insights into intracellular processes. We describe situations in which combined spatial and stochastic aspects of chemical reactions are needed to capture the relevant dynamics of biochemical systems. ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2253
更新日期:2012-12-01 00:00:00
abstract::The importance of locating proteins in their context within cells has been heightened recently by the accomplishments in molecular structure and systems biology. Although light microscopy (LM) has been extensively used for mapping protein localization, many studies require the additional resolution of the electron mic...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth791
更新日期:2005-10-01 00:00:00
abstract::The study of protein-protein interactions by mass spectrometry is an increasingly important part of post-genomics strategies to understand protein function. A variety of mass spectrometry-based approaches allow characterization of cellular protein assemblies under near-physiological conditions and subsequent assignmen...
journal_title:Nature methods
pub_type: 杂志文章,评审
doi:10.1038/nmeth1093
更新日期:2007-10-01 00:00:00
abstract::The RNA-guided nuclease Cas9 can be reengineered as a programmable transcription factor. However, modest levels of gene activation have limited potential applications. We describe an improved transcriptional regulator obtained through the rational design of a tripartite activator, VP64-p65-Rta (VPR), fused to nuclease...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3312
更新日期:2015-04-01 00:00:00
abstract::Pinpointing subcellular protein localizations from microscopy images is easy to the trained eye, but challenging to automate. Based on the Human Protein Atlas image collection, we held a competition to identify deep learning solutions to solve this task. Challenges included training on highly imbalanced classes and pr...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/s41592-019-0658-6
更新日期:2019-12-01 00:00:00
abstract::We developed genetically encoded RNA probes for characterizing localization and dynamics of mitochondrial RNA (mtRNA) in single living cells. The probes consist of two RNA-binding domains of PUMILIO1, each connected with split fragments of a fluorescent protein capable of reconstituting upon binding to a target RNA. W...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth1030
更新日期:2007-05-01 00:00:00
abstract::We present Omni-ATAC, an improved ATAC-seq protocol for chromatin accessibility profiling that works across multiple applications with substantial improvement of signal-to-background ratio and information content. The Omni-ATAC protocol generates chromatin accessibility profiles from archival frozen tissue samples and...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.4396
更新日期:2017-10-01 00:00:00
abstract::Membrane proteins are largely underrepresented among available atomic-resolution structures. The use of detergents in protein purification procedures hinders the formation of well-ordered crystals for X-ray crystallography and leads to slower molecular tumbling, impeding the application of solution-state NMR. Solid-st...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2248
更新日期:2012-12-01 00:00:00
abstract::The ribose of RNA nucleotides can be 2'-O-methylated (Nm). Despite advances in high-throughput detection, the inert chemical nature of Nm still limits sensitivity and precludes mapping in mRNA. We leveraged the differential reactivity of 2'-O-methylated and 2'-hydroxylated nucleosides to periodate oxidation to develop...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.4294
更新日期:2017-07-01 00:00:00
abstract::We achieve simultaneous two-photon excitation of three chromophores with distinct absorption spectra using synchronized pulses from a femtosecond laser and an optical parametric oscillator. The two beams generate separate multiphoton processes, and their spatiotemporal overlap provides an additional two-photon excitat...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2098
更新日期:2012-07-08 00:00:00
abstract::Recent work has demonstrated that environmental factors experienced by parents can affect their offspring across multiple generations, and that such transgenerational transmission can depend on the germline. Causal evidence for the involvement of germ cells is rare, however, and the underlying molecular mechanisms rem...
journal_title:Nature methods
pub_type: 杂志文章,评审
doi:10.1038/nmeth.4181
更新日期:2017-02-28 00:00:00
abstract::X-ray free-electron lasers (XFELs) offer opportunities beyond classic X-ray crystallography, particularly for proteins that are difficult to crystallize. ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3070
更新日期:2014-09-01 00:00:00
abstract::Infrared fluorescent proteins (IFPs) provide an additional color to GFP and its homologs in protein labeling. Drawing on structural analysis of the dimer interface, we identified a bacteriophytochrome in the sequence database that is monomeric in truncated form and engineered it into a naturally monomeric IFP (mIFP). ...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.3447
更新日期:2015-08-01 00:00:00
abstract::The stable expansion of tissue-specific stem cells in vitro has contributed to research on several organs. Alveolar epithelial type II (AT2) cells function as tissue stem cells in the lung, but robust models for studying human AT2 cells are lacking. Here we report a method for the efficient generation and long-term ex...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.4448
更新日期:2017-11-01 00:00:00
abstract::Because of ever-increasing throughput requirements of sequencing data, most existing short-read aligners have been designed to focus on speed at the expense of accuracy. The Genome Multitool (GEM) mapper can leverage string matching by filtration to search the alignment space more efficiently, simultaneously deliverin...
journal_title:Nature methods
pub_type: 杂志文章
doi:10.1038/nmeth.2221
更新日期:2012-12-01 00:00:00